{"id":"W7053455541","doi":"","title":"From uncertainty to policy a guide to migration scenarios","year":2024,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research Executive Agency; University of Southampton; Universitetet i Oslo; European Commission; Goddard Space Flight Center; Nederlands Interdisciplinair Demografisch Instituut; International Institute for Applied Systems Analysis; Institut national de la recherche scientifique","keywords":"Blueprint; Process (computing); Population; Resource (disambiguation); Scenario planning; State (computer science)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403553,0.0014262,0.0007307767,0.001301984,0.001389353,0.004536961,0.00132207,0.003113685,0.02200881],"category_scores_gemma":[0.005624184,0.0007555867,0.0007368926,0.001873239,0.0027216,0.005204939,0.001937973,0.004755155,0.005777342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003380464,"about_ca_system_score_gemma":0.00381629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006007444,"about_ca_topic_score_gemma":0.00717974,"domain_scores_codex":[0.9986843,0.0007581344,0.00007385335,0.0001124227,0.0003145226,0.00005677906],"domain_scores_gemma":[0.9979967,0.001531432,0.00007127104,0.00008285716,0.0002304212,0.00008725293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001444089,0.00003654998,0.0001684075,0.0003319463,0.00001774921,0.0002221876,0.001159805,0.01245832,0.0001803143,0.4551279,0.463717,0.06656549],"study_design_scores_gemma":[0.000004062163,0.000011874,0.00008831462,0.0003824596,0.000002408935,0.00008414954,0.0003610448,0.001867891,0.00004933935,0.2061007,0.791033,0.00001462449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002932576,0.09323569,0.1492,0.1408256,0.01051359,0.0005200395,0.002476505,0.0009741544,0.5993217],"genre_scores_gemma":[0.08407927,0.1732101,0.1863814,0.03264551,0.006788701,0.001483032,0.002814549,0.001289436,0.511308],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02200881,"threshold_uncertainty_score":0.07362682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004983239090109084,"score_gpt":0.2216991434257837,"score_spread":0.2167159043356746,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}